Application of the Self-Organizing Feature Map Algorithm in Facial Image Morphing |
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| Authors: | Su Mu-Chun Liu I-Chen |
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| Affiliation: | (1) Department of Computer Science and Information Engineering, National Central University, Taiwan, Republic of China;(2) Department of Electrical Engineering, Tamkang University, Taiwan, Republic of China |
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| Abstract: | A new facial image morphing algorithm based on the Kohonen self-organizing feature map (SOM) algorithm is proposed to generate a smooth 2D transformation that reflects anchor point correspondences. Using only a 2D face image and a small number of anchor points, we show that the proposed morphing algorithm provides a powerful mechanism for processing facial expressions. |
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| Keywords: | animation facial expression feature map image morphing image warping SOM algorithm |
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